Recent advances toward transparent methane emissions monitoring: a review
Given that anthropogenic greenhouse gas (GHG) emissions must be immediately reduced
to avoid drastic increases in global temperature, methane emissions have been placed …
to avoid drastic increases in global temperature, methane emissions have been placed …
Geo-bench: Toward foundation models for earth monitoring
Recent progress in self-supervision has shown that pre-training large neural networks on
vast amounts of unsupervised data can lead to substantial increases in generalization to …
vast amounts of unsupervised data can lead to substantial increases in generalization to …
Tiered leak detection and repair programs at simulated oil and gas production facilities: Increasing emission reduction by targeting high-emitting sources
FJ Cardoso-Saldaña - Environmental Science & Technology, 2023 - ACS Publications
Distributions of methane emission rates originating from oil and gas production facilities are
highly skewed and span 6–8 orders of magnitude. Traditional leak detection and repair …
highly skewed and span 6–8 orders of magnitude. Traditional leak detection and repair …
Toward foundation models for earth monitoring: Proposal for a climate change benchmark
Recent progress in self-supervision shows that pre-training large neural networks on vast
amounts of unsupervised data can lead to impressive increases in generalisation for …
amounts of unsupervised data can lead to impressive increases in generalisation for …
EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision
D Velazquez, PR López, S Alonso, JM Gonfaus… - arXiv preprint arXiv …, 2025 - arxiv.org
This paper presents EarthView, a comprehensive dataset specifically designed for self-
supervision on remote sensing data, intended to enhance deep learning applications on …
supervision on remote sensing data, intended to enhance deep learning applications on …